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    Language, speech & LLMs· 2008

    A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning

    Ronan Collobert (first author) · 2008

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    DOI 10.1145/1390156.1390177OpenAlex W7099513236

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    Why it matters

    Demonstrated shared neural representations across tagging, chunking, and semantic role labeling.

    Condensed from the expert lists' notes.

    The record

    First released
    2008 (from OpenAlex)
    Citations
    5,057 citations, as counted by OpenAlex (CC0)
    Named by
    the chatgpt list only
    Score
    0.278 · computed rank 658 · consensus 0.21, must-read 0, citations percentile 0.615 (2000s · language), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.